What is the best luxury brand to buy online? The 15 Most Popular Luxury Brands Online In 2021. 1 1. Gucci. Gucci is the most popular luxury brand online in 2021. In what might be of little surprise to many, Italian luxury fashion house Gucci … 2 2. Chanel. 3 3. Hermès. 4…